Data for: YogNet: A Two-Stream Network for Realtime Multiperson Yoga Action Recognition and Posture Correction
Published: 18 October 2022| Version 1 | DOI: 10.17632/k842kz6v4n.1
Contributors:
Hari Mohan Pandey, Santosh Kumar Yadav, Aayush Agarwal, Ashish Kumar, Kamlesh Tiwari, Shaik Ali AkbarDescription
A new dataset is presented for yoga asanas recognition named as Yoga Asanas Recognition (YAR) dataset. This dataset has all features and enough complexity generally required for training of a system. This dataset is used during computer simulations of the proposed algorithm to determine the effectiveness of YogNet in the area of yoga asana recognition and posture correction. Article: YogNet: A two-stream network for realtime multiperson yoga action recognition and posture correction URL: https://www.sciencedirect.com/science/article/pii/S095070512200541X
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Institutions
- Birla Institute of Technology and Science
- Bournemouth University
- Central Electronics Engineering Research Institute CSIR
- Academy of Scientific and Innovative Research
Categories
Computer Vision, Activity Recognition, Machine Learning, Yoga, Posture Studies, Deep Learning, Computer Vision Algorithms